Heuristic Approach for Fund Allocation in Complex Rehabilitation Programs
نویسندگان
چکیده
Pavements are important assets to the safety and serviceability of road networks. Due to their fast deterioration and stringent municipal budgets, allocating the limited rehabilitation funds becomes a complex task. In this paper, an efficient heuristic approach for fund allocation has been introduced. After prioritizing pavements based on different criteria, such as AADT, pavement IRI, and road type, the proposed heuristic process combines three procedures for determining required amount of funding and the best pavement treatments to use during the planning horizon. To automate the process, it has been programmed within a simplified pavement management system (PMS) for testing and validation on a case study of more than 1200 pavements. Based on the results of various experiments, the proposed method allocated the limited rehabilitation funds efficiently, and selected the most appropriate treatments to use. This method is simple and logical, allows multiple what-if scenarios, and can be used on variety of asset types to improve infrastructure fund allocation.
منابع مشابه
A Heuristic Approach to Distributed Generation Source Allocation for Electrical Power Distribution Systems
The recent trends in electrical power distribution system operation and management are aimed at improving system conditions in order to render good service to the customer. The reforms in distribution sector have given major scope for employment of distributed generation (DG) resources which will boost the system performance. This paper proposes a heuristic technique for allocation of distribut...
متن کاملInvestigating the Effect of Selected Sustainable Development Indicators on Credit Allocation: the Case of National Development Fund of Iran
Credit allocation through the usage of Portfolio optimization mainly seeks tomaximize return and minimize the risk of the portfolio; but there are other importantissues including sustainable development which is important for government/publicsectors. This paper presents a novel credit allocation approach based on portfoliooptimization and investigates the effects of selected indicators of sust...
متن کاملA Preprocessing Technique to Investigate the Stability of Multi-Objective Heuristic Ensemble Classifiers
Background and Objectives: According to the random nature of heuristic algorithms, stability analysis of heuristic ensemble classifiers has particular importance. Methods: The novelty of this paper is using a statistical method consists of Plackett-Burman design, and Taguchi for the first time to specify not only important parameters, but also optimal levels for them. Minitab and Design Expert ...
متن کاملFund Allocation in Complex Rehabilitation Programs
Civil Infrastructure assets require continuous renewal actions to sustain their operability and safety. Allocating limited renewal funds amongst numerous building components, however, represents a large-scale optimization problem and earlier efforts utilized genetic algorithms (GAs) to optimize medium size problems yet exhibit steep performance degradation as problem size increases. In this res...
متن کاملAssessing the evaluability of complex public health interventions: five questions for researchers, funders, and policymakers.
CONTEXT Evidence to support government programs to improve public health often is weak. Recognition of this "knowledge gap" has led to calls for more and better evaluation, but decisions about priorities for evaluation also need to be addressed in regard to financial restraint. METHODS Using England's Healthy Community Challenge Fund as a case study, this article presents a set of questions t...
متن کامل